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形態の視覚構造分析に関する計算論的研究

Research Project

Project/Area Number 16700177
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Perception information processing/Intelligent robotics
Research InstitutionKyoto Institute of Technology

Principal Investigator

V・T・G Jakobus (VAN・TONDER G.J.)  京都工芸繊維大学, 工芸学部, 助教授 (30362586)

Project Period (FY) 2004 – 2005
Project Status Completed (Fiscal Year 2005)
Budget Amount *help
¥3,500,000 (Direct Cost: ¥3,500,000)
Fiscal Year 2005: ¥1,000,000 (Direct Cost: ¥1,000,000)
Fiscal Year 2004: ¥2,500,000 (Direct Cost: ¥2,500,000)
Keywordsmedial axis transform / fractal / Japanese rock garden / self-similarity / Fourier pyramid / multi-scale / image segmentation / tree structure
Research Abstract

1.Analysis of visual structure in Japanese dry rock gardens : Improved HST medial axis software (Van Tonder & Ejima,2003) and user interface was developed. HST analysis in Japanese rock gardens shows that various older garden designs of the Myoushinji and Daitokuji temple complexes pertain to convergent configuration of medial axis lines. Besides Ryoanji (Myoshinji), the following gardens are striking examples : Daitokuji hojo, Shinjuan (Daitokuji), Ryugenin (Daitokuji), Entsuji (Myoshinji), Zakkein (Myoshinji), Ryotanji (Myoushinji). Formal comparison of gardens involved fractal analysis, and Zipf-Simon analysis of medial axis structure (Van Tonder, Benjamin Press, 2006). Results show that Ryoanji is closest to organization of a natural biological tree, whereas Zakkein has the greatest structural complexity.
2.Multi-scale Fourier image segmentation : A new method was developed for image segmentation, based on clusters of self-similar structure, in the Fourier Domain. The model was programmed in the Matlab GUI environment. The method gives promising results with simplified textural images from a standard set of test images. It does not improve upon the performance of other existing segmentation methods, and should therefore be used as a sub-part of a more extensive segmentation model, rather than as a stand-alone algorithm. As such, the model does not yet justify an independent journal publication. The method needs to be refined to the point where it successfully segments complex natural texture images into meaningful parts. This task remains to be completed, and will be dealt with in future research.

Report

(2 results)
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • Research Products

    (3 results)

All 2006 Other

All Journal Article (2 results) Book (1 results)

  • [Journal Article] Recovery of visual structure in illustrated Japanese gardens2006

    • Author(s)
      G.J.van Tonder
    • Journal Title

      Pattern Recognition Letters Special Issue : Pattern Recognition in Cultural Heritage and Medical Applications (In Press)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] Recovery of visual structure in illustrated Japanese gardens

    • Author(s)
      G.J.van Tonder
    • Journal Title

      Pattern Recognition Letters (In press)

    • Related Report
      2004 Annual Research Report
  • [Book] Order and Complexity in Naturalistic Landscapes, In : Visual thought. The depictive space of perception (Ed.L.Albertazzi)2006

    • Author(s)
      G.J.van Tonder
    • Total Pages
      60
    • Publisher
      Benjamin Press (in press)
    • Related Report
      2005 Annual Research Report

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Published: 2004-04-01   Modified: 2016-04-21  

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